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Keywords = quinolone alkaloid

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15 pages, 2550 KiB  
Article
Anti-Inflammatory Secondary Metabolites from Penicillium sp. NX-S-6
by Hanyang Peng, Jiawen Sun, Rui Zhang, Yuxuan Qiu, Yu Hong, Fengjuan Zhou, Chang Wang, Yang Hu and Xiachang Wang
Mar. Drugs 2025, 23(7), 280; https://doi.org/10.3390/md23070280 - 4 Jul 2025
Viewed by 531
Abstract
Five new natural products, including two sorbicillinoids (12), one indolinone alkaloid (10), one tetracyclic steroid (11), and one α-pyrone derivative (14), were identified from the endophytic Penicillium sp. NX-S-6, together with thirteen known [...] Read more.
Five new natural products, including two sorbicillinoids (12), one indolinone alkaloid (10), one tetracyclic steroid (11), and one α-pyrone derivative (14), were identified from the endophytic Penicillium sp. NX-S-6, together with thirteen known natural products. The structures of new compounds were unambiguously elucidated by comprehensive spectroscopic analyses (NMR, MS), as well as electronic circular dichroism (ECD) calculation. Notably, quinosorbicillinol (1) was identified as a rare hybrid sorbicillinoid incorporating a quinolone moiety, representing a unique structural scaffold in this natural product class. Biological evaluation revealed that Compounds 1, 4 and 8 potently inhibited the production of nitric oxide and interleukin 6 in lipopolysaccharide (LPS)-stimulated RAW264.7 macrophages. Mechanistic studies furthermore demonstrated that Compounds 4 and 8 effectively suppressed interleukin-1β secretion in LPS-induced immortalized mouse bone marrow-derived macrophages (iBMDMs) by blocking NLRP3 inflammasome activation. This inhibition was attributed to their ability to disrupt the assembly of the NLRP3-caspase-1 complex, a key event in the pathogenesis of inflammatory disorders. These findings not only expand the structural diversity of endophyte-derived natural products but also highlight their potential as lead compounds for developing anti-inflammatory therapeutics targeting the NLRP3 pathway. Full article
(This article belongs to the Special Issue Structural Diversity in Marine Natural Products)
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30 pages, 2194 KiB  
Review
Medicinal Mushrooms in Colon Cancer Therapy: Mechanisms of Action of Bioactive Compounds and Therapeutic Potential
by Jinangi Bentharavithana, Tahidul Islam and Baojun Xu
Int. J. Mol. Sci. 2025, 26(11), 5304; https://doi.org/10.3390/ijms26115304 - 31 May 2025
Viewed by 2588
Abstract
Colon cancer is the second leading cause of cancer-related deaths in the world. This is commonly observed among older adults, and the occurrence of colon cancer is mainly influenced by unhealthy lifestyle factors. Edible medicinal mushrooms have been demonstrated to have anti-colon cancer [...] Read more.
Colon cancer is the second leading cause of cancer-related deaths in the world. This is commonly observed among older adults, and the occurrence of colon cancer is mainly influenced by unhealthy lifestyle factors. Edible medicinal mushrooms have been demonstrated to have anti-colon cancer effects both individually and in combination with conventional therapies, including synergistically enhancing the efficacy of chemotherapy medications such as 5-fluorouracil in preclinical models. Medicinal mushrooms such as Lentinus edodes, Phellinus linteus, Ganoderma lucidum, Inonotus obliquus, Pleurotus ostreatus, Hericium erinaceus, Pleurotus eryngii, Gloeostereum incarnatum, and Termitomyces heimii are emerging as promising candidates, not only because conventional treatments for colon cancer face significant limitations, including side effects, psychological impacts on patients, high cost, limited specificity toward cancer and healthy cells, and the development of drug resistance, but also due to the diverse array of bioactive compounds present within them. Therefore, there is a strong demand for innovative, affordable, and minimally invasive treatments such as medicinal mushrooms. Their bioactive compounds, including terpenoids, sterols, phenols, polysaccharides, acids, sesquiterpenes, alkaloids, lactones, metal-chelating agents, nucleotide analogs, glycoproteins, β-glucan, cerebrosides, steroids, terpenes, quinolones, anthraquinones, benzoic acid derivatives, linoleic acid, ascorbic acid, glycosides, organic acids, flavonoids, grifolin, tocopherols, proteins, indoles, lectin, and laccases, exert anti-colon cancer activities through various mechanisms, including anti-proliferative effects, cell cycle arrest, anti-inflammatory effects, antioxidant effects, induction of apoptosis, cytotoxic effects, and antimigratory effects. Further research is needed to elucidate the molecular mechanisms and confirm the safety and efficacy of medicinal mushrooms as a holistic anti-colon cancer treatment. Full article
(This article belongs to the Special Issue Molecular Mechanisms of Bioactive Nutrients Promoting Human Health)
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14 pages, 6471 KiB  
Article
Marine-Derived Yaequinolone Derivative CHNQD-02792 Suppresses Colorectal Cancer Cell Proliferation and Induces Apoptosis via MAPK Pathway Modulation
by Jia-Qi Kang, Tian-Yi Zhou, Wen-Hui Wang, Mei-Yan Wei and Chang-Lun Shao
Mar. Drugs 2025, 23(4), 136; https://doi.org/10.3390/md23040136 - 21 Mar 2025
Cited by 1 | Viewed by 724
Abstract
Colorectal cancer is currently the third most common malignancy, and the toxic side effects of clinical therapeutic drugs often influence treatment outcomes. Marine-derived quinolone alkaloids exhibit various biological activities and are particularly notable for their antitumor properties. Compounds 113 were semi-synthesized [...] Read more.
Colorectal cancer is currently the third most common malignancy, and the toxic side effects of clinical therapeutic drugs often influence treatment outcomes. Marine-derived quinolone alkaloids exhibit various biological activities and are particularly notable for their antitumor properties. Compounds 113 were semi-synthesized based on 4′-desmethoxyyaequinolone J1, which is a 4-phenyl derivative of the natural quinolone alkaloid yaequinolone J1 and was isolated from Penicillium sp. FKI-2140. This study is the first to investigate the antitumor activity of 113 in colorectal cancer cells through proliferation, clonality, apoptosis, cell cycle, and MAPK signaling pathway. Cytotoxicity screening against seven colorectal cancer cell lines revealed that CHNQD-02792 (13) had the most sensitivity to HT-29 cells (IC50 = 4.5 μM), far exceeding positive control 5-fluorouracil (IC50 = 15.58 μM). The plate cloning assay revealed that CHNQD-02792 completely inhibited the growth of HT-29 cells at the concentration of 9 μM. CHNQD-02792 (4.5 μM) inhibited CDK1 expression and triggered G2/M phase arrest in HT-29 cells. Mechanistic analysis revealed that CHNQD-02792 induced apoptosis by suppressing the anti-apoptotic protein Bcl-2 and upregulating the pro-apoptotic proteins Caspase-3 and Bax. Furthermore, CHNQD-02792 inhibited ERK and JNK phosphorylation and thus highlighted its regulatory role in MAPK signaling. These findings suggest that CHNQD-02792 exerts cytotoxic effects on HT-29 cells via dual mechanisms: inducing G2/M arrest and apoptosis while regulating MAPK signaling through ERK/JNK dephosphorylation. This study demonstrates the dual targeting of CHNQD-02792 against tumor cell proliferation and survival pathways, providing a foundation for further development of anti-colorectal cancer drugs. Full article
(This article belongs to the Special Issue Pharmacological Potential of Marine Natural Products, 2nd Edition)
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22 pages, 6508 KiB  
Review
Alkaloids from Waltheria spp. (Malvaceae): Chemosystematic Aspects, Biosynthesis, Total Synthesis, and Biological Activities
by Raquel de M. Silva, Guilherme S. Caleffi and Fernando Cotinguiba
Int. J. Mol. Sci. 2024, 25(24), 13659; https://doi.org/10.3390/ijms252413659 - 20 Dec 2024
Cited by 1 | Viewed by 1438
Abstract
Waltheria, a genus within the Malvaceae family, is abundantly distributed in tropical and subtropical areas worldwide. Many species of this genus are widely utilized in various ways, including chewing, in folk medicine, acting as an anti-inflammatory agent, and treating gastrointestinal disorders, rheumatism, [...] Read more.
Waltheria, a genus within the Malvaceae family, is abundantly distributed in tropical and subtropical areas worldwide. Many species of this genus are widely utilized in various ways, including chewing, in folk medicine, acting as an anti-inflammatory agent, and treating gastrointestinal disorders, rheumatism, and asthma, among other conditions. These applications are largely due to their secondary metabolites, primarily quinolone alkaloids and cyclopeptides. Several biological activities have been reported for Waltheria species, including antifungal, anticancer, trypanocidal, acetylcholinesterase inhibitory, potential anti-HIV, antinociceptive, analgesic, anti-inflammatory, antibacterial, antioxidant, and leishmanicidal activities. This review not only presents information on isolated alkaloids and their biological activities but also delves into biosynthetic, chemosystematic, medicinal chemistry, and total synthesis aspects. Additionally, the manuscript highlights other applications of alkaloids of the genus, such as a study on their herbicidal activity, which shows significant potential for agricultural use. Full article
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16 pages, 2620 KiB  
Article
Design, Synthesis, and Nematocidal Evaluation of Waltherione A Derivatives: Leveraging a Structural Simplification Strategy
by Zhan Hu, Bin Yang, Shuai Zheng, Ke Zhao, Kaifeng Wang and Ranfeng Sun
Int. J. Mol. Sci. 2024, 25(17), 9209; https://doi.org/10.3390/ijms25179209 - 25 Aug 2024
Cited by 1 | Viewed by 1312
Abstract
Southern root-knot nematodes are among the most pernicious phytoparasites; they are responsible for substantial yield losses in agricultural crops worldwide. The limited availability of nematicides for the prevention and control of plant-parasitic nematodes necessitates the urgent development of novel nematicides. Natural products have [...] Read more.
Southern root-knot nematodes are among the most pernicious phytoparasites; they are responsible for substantial yield losses in agricultural crops worldwide. The limited availability of nematicides for the prevention and control of plant-parasitic nematodes necessitates the urgent development of novel nematicides. Natural products have always been a key source for the discovery of pesticides. Waltherione A, an alkaloid, exhibits potent nematocidal activity. In this study, we designed and synthesized a series of quinoline and quinolone derivatives from Waltherione A, leveraging a strategy of structural simplification. Bioassays have revealed that the quinoline derivatives exhibit better activity than quinolone derivatives in terms of both nematocidal and fungicidal activities. Notably, compound D1 demonstrated strong nematocidal activity, with a 72 h LC50 of 23.06 μg/mL, and it effectively controlled the infection of root-knot nematodes on cucumbers. The structure–activity relationship suggests that the quinoline moiety is essential for the nematocidal efficacy of Waltherione A. Additionally, compound D1 exhibited broad-spectrum fungicidal activity, with an EC50 of 2.98 μg/mL against Botrytis cinerea. At a concentration of 200 μg/mL, it significantly inhibited the occurrence of B. cinerea on tomato fruits, with an inhibitory effect of 96.65%, which is slightly better than the positive control (90.30%). Full article
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18 pages, 4488 KiB  
Article
Comprehensive Analysis of 11 Species of Euodia (Rutaceae) by Untargeted LC-IT-TOF/MS Metabolomics and In Vitro Functional Methods
by Xuhong Yong, Bi Wang, Mengdi Wang, Hui Lyu, Min Yin, Tong Jin, Xu Feng, Yu Shan, Yan Liang and Qizhi Wang
Molecules 2024, 29(5), 1059; https://doi.org/10.3390/molecules29051059 - 28 Feb 2024
Cited by 4 | Viewed by 2024
Abstract
The Euodia genus comprises numerous untapped medicinal plants that warrant thorough evaluation for their potential as valuable natural sources of herbal medicine or food flavorings. In this study, untargeted metabolomics and in vitro functional methods were employed to analyze fruit extracts from 11 [...] Read more.
The Euodia genus comprises numerous untapped medicinal plants that warrant thorough evaluation for their potential as valuable natural sources of herbal medicine or food flavorings. In this study, untargeted metabolomics and in vitro functional methods were employed to analyze fruit extracts from 11 significant species of the Euodia genus. An investigation of the distribution of metabolites (quinolone and indole quinazoline alkaloids) in these species indicated that E. rutaecarpa (Euodia rutaecarpa) was the most widely distributed species, followed by E. compacta (Euodia compacta), E. glabrifolia (Euodia glabrifolia), E. austrosinensis (Euodia austrosinensis), and E. fargesii (Euodia fargesii). There have been reports on the close correlation between indole quinazoline alkaloids and their anti-tumor activity, especially in E. rutaecarpa fruits which exhibit effectiveness against various types of cancer, such as SGC-7901, Hela, A549, and other cancer cell lines. Additionally, the E. rutaecarpa plant contains indole quinazoline alkaloids, which possess remarkable antibacterial properties. Our results offer novel insights into the utilization of Euodia resources in the pharmaceutical industry. Full article
(This article belongs to the Topic Bioactive Substances, Pharmacognosy and Metabolomics)
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14 pages, 1230 KiB  
Article
Effective Synthesis of 4-Quinolones by Reductive Cyclization of 2′-Nitrochalcones Using Formic Acid as a CO Surrogate
by Francesco Ferretti, Manar Ahmed Fouad, Cecilia Abbo and Fabio Ragaini
Molecules 2023, 28(14), 5424; https://doi.org/10.3390/molecules28145424 - 15 Jul 2023
Cited by 8 | Viewed by 2250
Abstract
4-Quinolones are the structural elements of many pharmaceutically active compounds. Although several approaches are known for their synthesis, the introduction of an aryl ring in position 2 is problematic with most of them. The reductive cyclization of o-nitrochalcones by pressurized CO, catalyzed [...] Read more.
4-Quinolones are the structural elements of many pharmaceutically active compounds. Although several approaches are known for their synthesis, the introduction of an aryl ring in position 2 is problematic with most of them. The reductive cyclization of o-nitrochalcones by pressurized CO, catalyzed by ruthenium or palladium complexes, has been previously reported to be a viable synthetic strategy for this aim, but the need for pressurized CO lines and autoclaves has prevented its widespread use. In this paper, we describe the use of the formic acid/acetic anhydride mixture as a CO surrogate, which allows us to perform the reaction in a cheap and commercially available thick-walled glass tube without adding any gaseous reagent. The obtained yields are often high and compare favorably with those previously reported by the use of pressurized CO. The procedure was applied to a three-step synthesis from commercially available and cheap reagents of the alkaloid Graveoline. Full article
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12 pages, 1306 KiB  
Review
Aurachins, Bacterial Antibiotics Interfering with Electron Transport Processes
by Sebastian Kruth and Markus Nett
Antibiotics 2023, 12(6), 1067; https://doi.org/10.3390/antibiotics12061067 - 17 Jun 2023
Cited by 6 | Viewed by 3322
Abstract
Aurachins are farnesylated quinolone alkaloids of bacterial origin and excellent inhibitors of the respiratory chain in pro- and eukaryotes. Therefore, they have become important tool compounds for the investigation of electron transport processes and they also serve as lead structures for the development [...] Read more.
Aurachins are farnesylated quinolone alkaloids of bacterial origin and excellent inhibitors of the respiratory chain in pro- and eukaryotes. Therefore, they have become important tool compounds for the investigation of electron transport processes and they also serve as lead structures for the development of antibacterial and antiprotozoal drugs. Especially aurachin D proved to be a valuable starting point for structure-activity relationship studies. Aurachin D is a selective inhibitor of the cytochrome bd oxidase, which has received increasing attention as a target for the treatment of infectious diseases caused by mycobacteria. Moreover, aurachin D possesses remarkable activities against Leishmania donovani, the causative agent of leishmaniasis. Aurachins are naturally produced by myxobacteria of the genus Stigmatella as well as by some Streptomyces and Rhodococcus strains. The recombinant production of these antibiotics turned out to be challenging due to their complex biosynthesis and their inherent toxicity. Recently, the biotechnological production of aurachin D was established in E. coli with a titer which is higher than previously reported from natural producer organisms. Full article
(This article belongs to the Topic Antimicrobial Agents and Nanomaterials)
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14 pages, 4323 KiB  
Article
Dietary Evodiamine Inhibits Atherosclerosis-Associated Changes in Vascular Smooth Muscle Cells
by Yiwen Zha, Yongqi Yang, Yue Zhou, Bingqian Ye, Hongliang Li and Jingyan Liang
Int. J. Mol. Sci. 2023, 24(7), 6653; https://doi.org/10.3390/ijms24076653 - 3 Apr 2023
Cited by 8 | Viewed by 3156
Abstract
Evodia rutaecarpa (Juss.) Benth is a traditional Chinese medicine. The active ingredient, evodiamine, is a quinolone alkaloid and is found in Evodiae fructus. We investigated the effect of evodiamine on atherosclerosis using LDLR−/− mice fed on a high-fat diet and ox-LDL-induced MOVAS cell [...] Read more.
Evodia rutaecarpa (Juss.) Benth is a traditional Chinese medicine. The active ingredient, evodiamine, is a quinolone alkaloid and is found in Evodiae fructus. We investigated the effect of evodiamine on atherosclerosis using LDLR−/− mice fed on a high-fat diet and ox-LDL-induced MOVAS cell lines to construct mouse models and cell-line models. We report a significant reduction in atherosclerotic plaque formation in mice exposed to evodiamine. Our mechanistic studies have revealled that evodiamine can regulate the proliferation, migration, and inflammatory response of and oxidative stress in vascular smooth muscle cells by inhibiting the activation of the PI3K/Akt axis, thus inhibiting the occurrence and development of atherosclerosis. In conclusion, our findings reveal a role for evodiamine in the regulation of vascular smooth muscle cells in atherosclerosis, highlighting a potential future role for the compound as an anti-atherosclerotic agent. Full article
(This article belongs to the Section Molecular Pathology, Diagnostics, and Therapeutics)
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15 pages, 832 KiB  
Article
Generation of Aurachin Derivatives by Whole-Cell Biotransformation and Evaluation of Their Antiprotozoal Properties
by Sebastian Kruth, Cindy J.-M. Zimmermann, Katharina Kuhr, Wolf Hiller, Stephan Lütz, Jörg Pietruszka, Marcel Kaiser and Markus Nett
Molecules 2023, 28(3), 1066; https://doi.org/10.3390/molecules28031066 - 20 Jan 2023
Cited by 4 | Viewed by 2944
Abstract
The natural product aurachin D is a farnesylated quinolone alkaloid, which is known to possess activity against the causative agent of malaria, Plasmodium spp. In this study, we show that aurachin D inhibits other parasitic protozoa as well. While aurachin D had only [...] Read more.
The natural product aurachin D is a farnesylated quinolone alkaloid, which is known to possess activity against the causative agent of malaria, Plasmodium spp. In this study, we show that aurachin D inhibits other parasitic protozoa as well. While aurachin D had only a modest effect on Trypanosoma brucei rhodesiense, two other trypanosomatids, T. cruzi and Leishmania donovani, were killed at low micromolar and nanomolar concentrations, respectively, in an in vitro assay. The determined IC50 values of aurachin D were even lower than those of the reference drugs benznidazole and miltefosine. Due to these promising results, we set out to explore the impact of structural modifications on the bioactivity of this natural product. In order to generate aurachin D derivatives with varying substituents at the C-2, C-6 and C-7 position of the quinolone ring system, we resorted to whole-cell biotransformation using a recombinant Escherichia coli strain capable of aurachin-type prenylations. Quinolone precursor molecules featuring methyl, methoxy and halogen groups were fed to this E. coli strain, which converted the substrates into the desired analogs. None of the generated derivatives exhibited improved antiprotozoal properties in comparison to aurachin D. Obviously, the naturally occurring aurachin D features already a privileged structure, especially for the inhibition of the causative agent of visceral leishmaniasis. Full article
(This article belongs to the Special Issue Natural Secondary Metabolites II)
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15 pages, 7736 KiB  
Article
Isolation and In Silico Prediction of Potential Drug-like Compounds with a New Dimeric Prenylated Quinolone Alkaloid from Zanthoxylum rhetsa (Roxb.) Root Extracts Targeted against SARS-CoV-2 (Mpro)
by Fatema Tuz Zohora, A. T. M. Zafrul Azam, Sinthyia Ahmed, Khondaker Miraz Rahman, Mohammad A. Halim, Md. Rafi Anwar, Md. Hossain Sohrab, Fatema Tabassum, Choudhury Mahmood Hasan and Monira Ahsan
Molecules 2022, 27(23), 8191; https://doi.org/10.3390/molecules27238191 - 24 Nov 2022
Cited by 4 | Viewed by 2706
Abstract
A new dimeric prenylated quinolone alkaloid, named 2,11-didemethoxy-vepridimerine A, was isolated from the root bark of Zanthoxylum rhetsa, together with twelve known compounds. The structure of the new compound was elucidated on the basis of spectroscopic investigations (NMR and Mass). The interaction [...] Read more.
A new dimeric prenylated quinolone alkaloid, named 2,11-didemethoxy-vepridimerine A, was isolated from the root bark of Zanthoxylum rhetsa, together with twelve known compounds. The structure of the new compound was elucidated on the basis of spectroscopic investigations (NMR and Mass). The interaction of the isolated compounds with the main protease of SARS-CoV-2 (Mpro) was evaluated using molecular docking followed by MD simulations. The result suggests that 2,11-didemethoxy-vepridimerine A, the new compound, has the highest negative binding affinity against the Mpro with a free energy of binding of −8.5 Kcal/mol, indicating interaction with the Mpro. This interaction was further validated by 100 ns MD simulation. This implies that the isolated new compound, which can be employed as a lead compound for an Mpro-targeting drug discovery program, may be able to block the action of Mpro. Full article
(This article belongs to the Special Issue Key Role of Natural Bioactive Compounds in Health and Diseases)
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17 pages, 3937 KiB  
Article
Untargeted LC-MS/MS-Based Multi-Informative Molecular Networking for Targeting the Antiproliferative Ingredients in Tetradium ruticarpum Fruit
by Chun-Han Su, Yu-Chieh Cheng, Yu-Chia Chang, Ting-Hsuan Kung, Yu-Li Chen, Kuei-Hung Lai, Hsi-Lung Hsieh, Chun-Yu Chen, Tsong-Long Hwang and Yu-Liang Yang
Molecules 2022, 27(14), 4462; https://doi.org/10.3390/molecules27144462 - 12 Jul 2022
Cited by 9 | Viewed by 3508
Abstract
The fruit of Tetradium ruticarpum (TR) is commonly used in Chinese herbal medicine and it has known antiproliferative and antitumor activities, which can serve as a good source of functional ingredients. Although some antiproliferative compounds are reported to be present in TR fruit, [...] Read more.
The fruit of Tetradium ruticarpum (TR) is commonly used in Chinese herbal medicine and it has known antiproliferative and antitumor activities, which can serve as a good source of functional ingredients. Although some antiproliferative compounds are reported to be present in TR fruit, most studies only focused on a limited range of metabolites. Therefore, in this study, the antiproliferative activity of different extracts of TR fruit was examined, and the potentially antiproliferative compounds were highlighted by applying an untargeted liquid chromatography–tandem mass spectrometry (LC-MS/MS)-based multi-informative molecular networking strategy. The results showed that among different extracts of TR fruit, the EtOAc fraction F2-3 possessed the most potent antiproliferative activity against HL-60, T24, and LX-2 human cell lines. Through computational tool-aided structure prediction and integrating various data (sample taxonomy, antiproliferative activity, and compound identity) into a molecular network, a total of 11 indole alkaloids and 47 types of quinolone alkaloids were successfully annotated and visualized into three targeted bioactive molecular families. Within these families, up to 25 types of quinolone alkaloids were found that were previously unreported in TR fruit. Four indole alkaloids and five types of quinolone alkaloids were targeted as potentially antiproliferative compounds in the EtOAc fraction F2-3, and three (evodiamine, dehydroevodiamine, and schinifoline) of these targeted alkaloids can serve as marker compounds of F2-3. Evodiamine was verified to be one of the major antiproliferative compounds, and its structural analogues discovered in the molecular network were found to be promising antitumor agents. These results exemplify the application of an LC-MS/MS-based multi-informative molecular networking strategy in the discovery and annotation of bioactive compounds from complex mixtures of potential functional food ingredients. Full article
(This article belongs to the Special Issue Application of Chromatography in Food Analysis)
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22 pages, 2761 KiB  
Article
Biomedical Text Link Prediction for Drug Discovery: A Case Study with COVID-19
by Kevin McCoy, Sateesh Gudapati, Lawrence He, Elaina Horlander, David Kartchner, Soham Kulkarni, Nidhi Mehra, Jayant Prakash, Helena Thenot, Sri Vivek Vanga, Abigail Wagner, Brandon White and Cassie S. Mitchell
Pharmaceutics 2021, 13(6), 794; https://doi.org/10.3390/pharmaceutics13060794 - 26 May 2021
Cited by 26 | Viewed by 6551
Abstract
Link prediction in artificial intelligence is used to identify missing links or derive future relationships that can occur in complex networks. A link prediction model was developed using the complex heterogeneous biomedical knowledge graph, SemNet, to predict missing links in biomedical literature for [...] Read more.
Link prediction in artificial intelligence is used to identify missing links or derive future relationships that can occur in complex networks. A link prediction model was developed using the complex heterogeneous biomedical knowledge graph, SemNet, to predict missing links in biomedical literature for drug discovery. A web application visualized knowledge graph embeddings and link prediction results using TransE, CompleX, and RotatE based methods. The link prediction model achieved up to 0.44 hits@10 on the entity prediction tasks. The recent outbreak of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), also known as COVID-19, served as a case study to demonstrate the efficacy of link prediction modeling for drug discovery. The link prediction algorithm guided identification and ranking of repurposed drug candidates for SARS-CoV-2 primarily by text mining biomedical literature from previous coronaviruses, including SARS and middle east respiratory syndrome (MERS). Repurposed drugs included potential primary SARS-CoV-2 treatment, adjunctive therapies, or therapeutics to treat side effects. The link prediction accuracy for nodes ranked highly for SARS coronavirus was 0.875 as calculated by human in the loop validation on existing COVID-19 specific data sets. Drug classes predicted as highly ranked include anti-inflammatory, nucleoside analogs, protease inhibitors, antimalarials, envelope proteins, and glycoproteins. Examples of highly ranked predicted links to SARS-CoV-2: human leukocyte interferon, recombinant interferon-gamma, cyclosporine, antiviral therapy, zidovudine, chloroquine, vaccination, methotrexate, artemisinin, alkaloids, glycyrrhizic acid, quinine, flavonoids, amprenavir, suramin, complement system proteins, fluoroquinolones, bone marrow transplantation, albuterol, ciprofloxacin, quinolone antibacterial agents, and hydroxymethylglutaryl-CoA reductase inhibitors. Approximately 40% of identified drugs were not previously connected to SARS, such as edetic acid or biotin. In summary, link prediction can effectively suggest repurposed drugs for emergent diseases. Full article
(This article belongs to the Special Issue Computational Intelligence (CI) Tools in Drug Discovery and Design)
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12 pages, 1631 KiB  
Article
Evaluation of Alkaloids Isolated from Ruta graveolens as Photosynthesis Inhibitors
by Olívia Moreira Sampaio, Lucas Campos Curcino Vieira, Barbara Sayuri Bellete, Beatriz King-Diaz, Blas Lotina-Hennsen, Maria Fátima das Graças Fernandes Da Silva and Thiago André Moura Veiga
Molecules 2018, 23(10), 2693; https://doi.org/10.3390/molecules23102693 - 19 Oct 2018
Cited by 33 | Viewed by 4934
Abstract
Eight alkaloids (18) were isolated from Ruta graveolens, and their herbicide activities were evaluated through in vitro, semivivo, and in vivo assays. The most relevant results were observed for Compounds 5 and 68 at 150 μM, [...] Read more.
Eight alkaloids (18) were isolated from Ruta graveolens, and their herbicide activities were evaluated through in vitro, semivivo, and in vivo assays. The most relevant results were observed for Compounds 5 and 68 at 150 μM, which decreased dry biomass by 20% and 23%, respectively. These are significant results since they presented similar values with the positive control, commercial herbicide 3-(3,4-dichlorophenyl)-1,1-dimethylurea (DCMU). Based on the performed assays, Compound 5 (graveoline) is classified as an electron-transport inhibitor during the light phase of photosynthesis, as well as a plant-growth regulator. On the other hand, Compounds 68 inhibited electron and energy transfers, and are also plant-growth inhibitors. These phytotoxic behaviors based on acridone and quinolone alkaloids may serve as a valuable tool in the further development of a new class of herbicides since natural products represent an interesting alternative to replace commercial herbicides, potentially due their low toxicity. Full article
(This article belongs to the Special Issue Advances in Plant Alkaloid Research)
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5 pages, 958 KiB  
Short Note
4-Methoxy-3-(3-methylbut-2-en-1-yl)-7-[(3-methylbut-2-en-1-yl)oxy]quinolin-2(1H)-one from Melicope Moluccana T.G. Hartley
by Mulyadi Tanjung, Ratih Dewi Saputri, Ryan Ayub Wahjoedi and Tjitjik Srie Tjahjandarie
Molbank 2017, 2017(2), M939; https://doi.org/10.3390/M939 - 7 Apr 2017
Cited by 8 | Viewed by 3832
Abstract
4-Methoxy-3-(3-methylbut-2-en-1-yl)-7-[(3-methylbut-2-en-1-yl)oxy]quinolin-2(1H)-one (1) was isolated from the leaves of Melicope moluccana T.G. Hartley. The chemical structure of 1 was elucidated using mainly UV, IR, HRESIMS, 1D and 2D-NMR spectroscopy. Full article
(This article belongs to the Section Natural Product Chemistry)
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